• 제목/요약/키워드: risk analysis and evaluation

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Evaluation of drought risk perception and emergency behavior model

  • Jong-Suk Kim;Yu-Xiang Hong;Heon-Tae Moon;Joo-Heon Lee;Seo-Yeon Park
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.384-384
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    • 2023
  • To enable the government and local authorities to anticipate the public's response to emergency measures, it is crucial to formulate theories on residents' behavioral reactions and establish appropriate evaluation models that cater to local conditions. However, prior research has primarily relied on simple surveys to assess individual disaster preparedness progress, while in the United States, the National Household Survey explores the behavior, attitudes, and motivations of citizens. Nonetheless, relying on simple survey analyses presents limitations. Therefore, our study aims to develop a social science behavioral analysis model that includes risk perception and emergency preparedness evaluation items for drought. We will achieve this by examining both domestic and foreign behavioral models. The ultimate goal is to present an effective response strategy for managing drought risk that incorporates the developed model. The drought risk perception and behavioral model employed in this study involves evaluating individual risk perception of drought disasters, individual effectiveness, and motivation analysis for drought disasters, government satisfaction with drought disaster management, and individual acceptance of drought prevention policies.

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A quantitative assessment method of network information security vulnerability detection risk based on the meta feature system of network security data

  • Lin, Weiwei;Yang, Chaofan;Zhang, Zeqing;Xue, Xingsi;Haga, Reiko
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권12호
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    • pp.4531-4544
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    • 2021
  • Because the traditional network information security vulnerability risk assessment method does not set the weight, it is easy for security personnel to fail to evaluate the value of information security vulnerability risk according to the calculation value of network centrality, resulting in poor evaluation effect. Therefore, based on the network security data element feature system, this study designed a quantitative assessment method of network information security vulnerability detection risk under single transmission state. In the case of single transmission state, the multi-dimensional analysis of network information security vulnerability is carried out by using the analysis model. On this basis, the weight is set, and the intrinsic attribute value of information security vulnerability is quantified by using the qualitative method. In order to comprehensively evaluate information security vulnerability, the efficacy coefficient method is used to transform information security vulnerability associated risk, and the information security vulnerability risk value is obtained, so as to realize the quantitative evaluation of network information security vulnerability detection under single transmission state. The calculated values of network centrality of the traditional method and the proposed method are tested respectively, and the evaluation of the two methods is evaluated according to the calculated results. The experimental results show that the proposed method can be used to calculate the network centrality value in the complex information security vulnerability space network, and the output evaluation result has a high signal-to-noise ratio, and the evaluation effect is obviously better than the traditional method.

자동차 조립업종 작업의 근골격계질환관련 어깨 작업자세 위험도 결정을 위한 사례적 접근 (A Case Study on Risk Levels of Shoulder Postures Associated with Work-related Musculoskeletal Disorders at Automobile Manufacturing Industry)

  • 박동현;허국강
    • 한국안전학회지
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    • 제28권1호
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    • pp.95-101
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    • 2013
  • This study tried to develop a basis for quantitative index of working postures associated with WMSDs(Work-related Musculoskeletal Disorders) that could overcome realistic restriction during application of typical checklists for WMSDs evaluation. The baseline data for this study was obtained from automobile manufacturing company(A total of 603 jobs were observed). Specifically, data for shoulder postures was analyzed to have a better and more objective method in terms of job relevance than typical methods such as OWAS, RULA, and REBA. Major statistical tools were Clustering, Logistic regression and so on. The main results in this study could be summarized as follows; 1) The relationships between working postures and WMSDs symptoms at shoulder were statistically significant based on the results from logistic regression. 2) Based on clustering analysis, three levels for WMSDs risk at shoulder were produced for both flexion and abduction were statistically significant. Specific results were as follows; Shoulder flexion: low risk(< $37.7^{\circ}$), medium risk($37.7^{\circ}{\sim}70.0^{\circ}$), high risk(> $70.0^{\circ}$) Shoulder abduction: low risk(< $26.5^{\circ}$), medium risk($26.5^{\circ}{\sim}56.8^{\circ}$), high risk(> $56.8^{\circ}$). 3) The sensitivities on risk levels of shoulder flexion and abduction were 64.0% and 20.6% respectively while the specificities on risk levels of shoulder flexion and abduction were 99.1% and 99.3% respectively. The results showed that the data associated with shoulder postures in this study could provide a good basis for job evaluation of WMSDs at shoulder. Specifically, this evaluation methodology was different from the methods usually used at WMSDs study since it tried to be based on direct job relevance from real working situation. Further evaluation for other body parts as well as shoulder would provide more stability and reliability in WMSDs evaluation study.

위험도 매트릭스를 이용한 어선의 사고 위험도 분석과 사고 주요 요인 도출에 관한 연구 (Risk Analysis and Selection of the Main Factors in Fishing Vessel Accidents Through a Risk Matrix)

  • 원유경;김동진
    • 해양환경안전학회지
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    • 제25권2호
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    • pp.139-150
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    • 2019
  • 우리나라 해역에서 발생하는 해양사고 중 어선사고가 약 70 %를 차지하고 있음에도 불구하고, 대부분의 연구는 해양사고 전체를 대상으로 하고 있으며 단순히 사고 발생률에 대한 분석과 사고 발생 빈도를 줄이기 위한 대책 마련에 중점을 두고 있다. 그러나 효과적인 사고 저감 대책의 수립과 이를 실행하기 위해서는 정량적인 사고 위험도 예측 및 평가가 반드시 선행되어야 한다. 본 연구에서는 해양안전심판원의 최근 5년간의 어선사고 통계에 근거하여 9가지 사고유형에 대한 위험도를 연도별로 비교하였다. 또한 현재 우리나라의 경우 객관적인 위험도 평가기준이 없다는 점을 고려하여 이에 대한 대안으로 사고 유형별 사고 빈도와 사고 피해의 조합을 4사분면 상에 표시하는 2차원 사고 빈도-피해 매트릭스를 제안하고 이를 이용하여 사고 빈도와 사고 피해의 영향을 쉽게 확인할 수 있도록 하였다. 이러한 과정을 통한 위험도 평가 결과는 저감대책을 수립하고 안전대책을 마련하는 정책 제안자로 하여금 보다 다양하고 현실적인 사고 저감 대책을 마련하는데 도움을 줄 것이다. 또한 위험도 평가 매트릭스를 이용하여 각 사고유형에 대한 인적오류를 포함한 사고 원인의 상대적인 빈도 및 결과를 비교함으로써 사고 유형별로 원인에 따른 차별화된 위험 저감 대책을 수립할 수 있다.

기후변화 리스크의 지역 불평등 모니터링 : 폭염을 중심으로 (Monitoring regional inequalities in climate change risk - A Focus on Heatwave -)

  • 김근한
    • 한국환경복원기술학회지
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    • 제24권6호
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    • pp.97-107
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    • 2021
  • Abnormal climate caused by climate change causes enormous social and economic damage. And such damage and its impact may vary depending on the location and regional characteristics of the region and the social and economic conditions of local residents. Therefore, it is necessary to continuously monitor whether there are indicators that are weaker than other regions among the detailed indicators that constitute the risk, exposure and vulnerability of climate change risk. In this study, the concept of climate change risk was used for heatwave to determine regional inequality of climate change risk. In other words, it was judged that inequality in climate change risk occurred in regions with high risk but high exposure and low vulnerability compared to other regions. As a result of the analysis, it was found that 13 local governments in Korea experienced regional inequality in climate change risk. In order to resolve regional inequality in climate change risks, the current status of regional inequality in climate change should be checked based on the analysis proposed in this study, there is a need for an evaluation and monitoring system that can provide appropriate feedback on areas where inequality has occurred. This continuous evaluation and monitoring-based feedback system is expected to be of great help in resolving regional inequality in climate change risks.

User Requirement Analysis on Risk Management of Architectural Heritage in Virtual Reality

  • Lee, Jongwook
    • 한국컴퓨터정보학회논문지
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    • 제24권9호
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    • pp.69-75
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    • 2019
  • We propose a method to analyze user requirements to design a virtual reality-based risk management system. This paper presents surveys, interviews, prototype evaluation methods, and implementation process. Architectural heritage is easily exposed to natural and artificial dangers caused by various material combinations and structural features. So, risk management of cultural heritage plays a key role in preserving and managing cultural heritage. However, risk management has been carried out through empirical methods using distributed data. This study analyzes user requirements for designing functions and interfaces of VR-based risk management system and evaluates prototypes to overcome the above problems. As a result, most heritage managers wanted a system function to support risk analysis and response. They also found that they prefer 2D information such as existing drawings and photos rather than 3D information. The results of the user requirements analysis derived from this study will be used to create risk management applications.

위기대응 취약성 분석을 통한 광역상수도 연계운영 평가 (Evaluation for conjunctive operation of multi-regional water supply system through risk analysis)

  • 황진수;최태호;홍공현;이두진;구자용
    • 상하수도학회지
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    • 제33권4호
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    • pp.269-279
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    • 2019
  • This study would present a risk analysis method to evaluate stable tap water supply in a multi-regional water supply system and propose a measure for the evaluation of the effect of the conjunctive operation of the multi-regional water supply system using this. Judging from the vulnerability for the crisis response of the entire N. multi-regional water supply system, as compared to the result of Scenario 1 in which no conjunctive pipes were operated, it was found that in Scenario 2, in which conjunctive pipes were partially operated, the vulnerability of crisis response decreased by about 30.6%, and as compared to Scenario 3, the vulnerability of crisis response decreased by 86.2%. In setting a plan for stable tap water supply in N multi-regional water supply system, using the estimated value and the method for the evaluation of the vulnerability of crisis response by pipe, by interval and by line, it is judged that this can be utilized as a basis for the judgment of the evaluation of the operation or the additional installation of conjunctive pipes.

관제시스템 구축을 위한 Fuzzy-AHP 위험 순위 평가 모델 개발 (Development on Fuzzy-AHP Ranking Risk Assessment Model for the monitoring systems)

  • 정성학;박태준
    • 대한안전경영과학회지
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    • 제13권2호
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    • pp.51-59
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    • 2011
  • The objective of this study is to develop an evaluation model for the National highway risky areas. Thus, for the purposes of doing this, National highway risky area evaluated targeting to provide determination ranking and suggesting rival-superiority factors as well as under-inferiority factors in ten National highway risky areas. This study developed for modules of risky areas evaluation, using fuzzy set theory and analytic hierarchy process for evaluation model of National highway risky area in transport environment. The preceding studies assess risk analysis through analysis of causal relationships by National highway safety sector not only handles rating scale development suitable for assessment area by referring to accident frequency model but also geometric structures model. As result of this study, this model of Fuzzy Ahp Risk Analysis (FARA) apply for programmable design in real time processing through easily derive strategy for improvement activities to provide a decision-making effectively. Furthermore, this study contributes frame for improvements of National highway construction for renovation's priority strategy as well as future's policy schemes.

정량적 위험성 평가에 의한 안전관리 투자의 비용-편익분석 (Cost-Benefit Analysis for Safety Management Cost using Quantitative Risk Analysis)

  • 장서일;조지훈;김태옥
    • 대한안전경영과학회지
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    • 제4권4호
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    • pp.15-26
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    • 2002
  • The quantitative evaluation method of the safety management cost was suggested to prevent a gas accident as a major industrial accident. In a gas governor station, process risk assessments such as the fault tree analysis(FTA) and the consequence analysis were performed. Based on process risk assessments, potential accident costs were estimated and the cost-benefit analysis(CBA) was performed. From the cost-benefit analysis for five classification items of safety management cost, the order of the cost/benefit ratio was estimated.

유류 오염지역의 수산물 중 다환방향족탄화수소류 (PAHs) 분석 및 위해평가 (Analysis and risk assessment of polycyclic aromatic hydrocarbons (PAHs) in seafood from oil contaminated bay)

  • 정지윤;최찬웅;염태경;조경희;박세령;신호상;이광호;이효민
    • 분석과학
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    • 제23권2호
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    • pp.187-195
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    • 2010
  • 허베이 스피리트호 유류유출 사고 후 지역주민들의 수산물 섭취로 인한 건강 위해도를 평가하기 위하여, 가스크로마토그래피-질량분석기(GC-MSD)를 이용하여 유류유출 지역 주민들이 직접 채취 및 구입한 수산물 중 다환방향족탄화수소류(PAHs) 16종을 분석하였다. 시료는 KOH로 가수분해하여 Methylene chloride로 추출하였다. 추출액 중의 16개의 PAHs는 실리카/플로리실 정제컬럼을 이용하여 Methylene chloride : n-헥산(1:9) 혼합용액으로 용출하였고 GC-MSD의 SIM을 이용하여 분석하였다. 16 개의 PAHs의 평균 회수율은 79~85%이었으며, 126개의 시료에서 $0.17\sim6.04\;{\mu}g/kg$ 수준으로 검출되었고, Benzo(a)pyrene의 독성등가계수(TEF)를 적용한 Benzo(a)pyrene 독성등가량($TEQ_{BaP}$)은 $0\sim0.91\;{\mu}gTEQ$/kg 수준이었다. 또한 유류유출 지역 주민들의 벤조피렌의 일일 평균 노출량은 $5.5{\times}10^{-8}\;mg/kg$ bw/day 이었고, PAHs 일일 평균 만성노출량은 $1.3{\times}10^{-5}\;mgTEQ$/kg bw/day이었다. 그리고 안전마진(MOE)과 초과발암위해도는 각각 $1.8{\times}10^6$, $9.8{\times}10^{-8}$으로 사람에게 위해영향발생 우려가 낮은 수준이었다.